Open Educational Resources | Pao Yue-kong Library, The Hong Kong Polytechnic University

Courseware

Poverty and Economic Security

This course explores the evolution of poverty and economic security in the United States, within a global context. It examines the impact of recent economic restructuring and globalization, and reviews the current debate about the fate of the middle class, sources of increasing inequality, and approaches to advancing economic opportunity and security. In this class, students will study the topic of poverty and economic security through the lens of the lived experience of Americans: individuals, families, and households; exploring the history, geography, and forces shaping the likelihood of being poor in America.

Subjects:: Sociology
Keywords:: Economic security United States Poverty
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Introduction to Urban Design and Development

This course examines both the structure of cities and the ways they can be changed. It introduces graduate students to theories about how cities are formed, and the practice of urban design and development, using U.S. and international examples. The course is organized into two parts: Part 1 analyzes the forces which act to shape and to change cities; Part 2 surveys key models of physical form and social intervention that have been deployed to resolve competing forces acting on the city. This course includes models of urban analysis, contemporary theories of urban design, and implementation strategies. Lectures in this course are supplemented by discussion periods, student work, and field trips.

Subjects:: Building and Real Estate
Keywords:: Cities towns City planning
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Healthy Cities: Assessing Health Impacts of Policies and Plans

This class examines the built, psychosocial, economic, and natural environment factors that affect health behaviors and outcomes. Students will be introduced to tools designed to integrate public health considerations into policy making and planning, and will be given hands-on training on the application of Health Impact Assessment (HIA) methodology. This class is designed to prepare graduate students from planning and policy fields to interface with public health organizations, agencies, or advocacy groups in professional contexts.

Subjects:: Sociology
Keywords:: Public health Medical policy
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Good Food: Ethics and Politics of Food

This course explores the values (aesthetic, moral, cultural, religious, prudential, political) expressed in the choices of food people eat. Analyzes the decisions individuals make about what to eat, how society should manage food production and consumption collectively, and how reflection on food choices might help resolve conflicts between different values.

Subjects:: Sociology
Keywords:: Food habits Food consumption
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Urban Design Seminar

This seminar focuses on understanding the role of high-quality design as a tool to address urban social problems. This course will also examine marginalized spaces and how urban design can intervene as a tool to creatively challenge traditional urban design practices.

Subjects:: Building and Real Estate
Keywords:: City planning
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Criminology, Law and Society C238: White-Collar and Corporate Crime

Examines criminal activity within the professions, organizations, and businesses. Theories discussing the etiology of these acts are considered as well as perspectives regarding their control.

Subjects:: Sociology and Business Ethics
Keywords:: Commercial crimes White collar crimes
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Criminology, Law and Society C219: Hate Crimes

Examines the causes and consequences of hate crimes as well as the larger soical land political context in which they occur. Considers the dynamics and politics of violence stemming from bigotry and discrimination, as well as the social policies designed to control it.

Subjects:: Sociology
Keywords:: Hate crimes Criminology
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Introduction to Teaching English as a Foreign Language

This course is designed to provide new teachers or people interested in becoming teachers with some inspiration for the profession. It is not meant to be an indepth, comprehensive analysis of TEFL but rather an introduction to a few fundamental areas of teaching English. This course will cover 4 topics: Theories of Language Acquisition, Teaching Pronunciation, Teaching Grammar, and Teaching Young Learners.

Subjects:: English Language and Foreign Language Learning
Keywords:: English language -- Study teaching -- Foreign speakers
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Introduction to Business English

This course is designed to improve your international Business English communication skills to further advance your career or succeed in one of UCI Extension's Accelerated Certificate Programs. Learn more about doing business in the U.S. as well as internationally. Students will study business concepts, business English, and enhance cross-cultural communications skills for business and professional settings.

Subjects:: English Language
Keywords:: English language -- Business English
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Adjective Clauses

This is an open course in adjective clauses of English grammar. It starts with a lesson on the basics of adjectives and then moves to a lesson on the basics of clauses. Then we put those things together and learn about adjective clauses. Finally, we learn how to reduce an adjective clause to make an adjective phrase. If you already understand adjectives and clauses, you can skip those topics, but they also may be useful to review before starting the more difficult material.

Subjects:: English Language
Keywords:: English language -- Grammar
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Adverb Clauses

This is an open course in adverb clauses of English grammar. It starts with a lesson on the basics of adverbs and then moves to a lesson on the basics of clauses. Then we put those things together and learn about adverb clauses. Finally, we learn how to reduce an adverb clause to make an adverb phrase. If you already understand adverbs and clauses, you can skip those topics, but they also may be useful to review before starting the more difficult material. Each lesson has a short video lecture from a teacher and several practice exercises.

Subjects:: English Language
Keywords:: English language -- Grammar
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Education 151: Language and Literacy

This course is designed to help students understand the aspects of linguistic principles and processes that underlie oral and written language proficiency, and how this knowledge is relevant K-12 instruction. Emphasis is on a thorough, research-based understanding of phonology, morphology, orthography, semantics, syntax, and pragmatics. Students learn ways to use this information to support literacy and oral language development for elementary and secondary school students. Issues of linguistic diversity and second language learning are addressed.

Subjects:: English Language
Keywords:: Linguistics English language -- Study teaching Literacy
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Writing Academic Essays

This is an open course on writing academic essays in English. It starts with a lesson on the the different types of essays. Then you'll learn how to write introduction paragraphs, body paragraphs, and conclusion paragraphs.

Subjects:: English Language
Keywords:: English language -- Rhetoric -- Study teaching (Higher) Academic writing
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Noun Clauses

This is an open course in noun clauses of English grammar. It starts with a lesson on the basics of nouns and then moves to a lesson on the basics of clauses. Then we put those things together and learn about noun clauses. Finally, we learn how to reduce a noun clause. If you already understand nouns and clauses, you can skip those topics, but they also may be useful to review before starting the more difficult material.

Subjects:: English Language
Keywords:: English language -- Noun English language -- Grammar
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Anthropology 135A: Religion & Social Order

This course is an anthropological exploration of religions in diverse cultural and historical contexts. Our focus will be on relations of power, social order, social change, gender, and the role that religion plays in modernity, transnationalism, and globalization. We will investigate the performance of rites and rituals, and the cultural expressions of religious beliefs and practices. Through comparative and critical strategies, we will look at how religion interacts with, and is embedded in other aspects of society. In doing so, we will find religious elements in unexpected places. We will study anthropological theories of culture and religion from the classical canon, in addition to contemporary approaches, and apply them to a variety of topics. While respecting the efficacy of all systems of belief, we will think about how religions orient people to their social worlds in ways that are systematically related to historical and cultural change.

Subjects:: Anthropology
Keywords:: Religion sociology
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CEE 20: Introduction to Computational Engineering Problem Solving

Introduction to computer programming within a numerical computing environment (MATLAB or similar) including types of data representation, graphical display of data, and development of modular programs with application to engineering analysis and problem solving.

Subjects:: Computing
Keywords:: Engineering -- Data processing Computer programming Engineering -- Computer programs
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Engineering MAE 130A: Intro to Fluid Mechanics

This course covers: Fundamental concepts; fluid statics; fluid dynamics; Bernoulli's equation; control-volume analysis; basic flow equations of conservation of mass, momentum, and energy; differential analysis; potential flow; viscous incompressible flow.

Subjects:: Aeronautical and Aviation Engineering and Mechanical Engineering
Keywords:: Fluid mechanics
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ESS 23: Air Pollution and Global Environments

We will discuss sciences and societal consequences of air pollution problems such as 1. Photochemical smog 2. Atmospheric particle pollution 3. Indoor pollution 4. Acid rain 5. And human triggered climate change.Essential concepts of chemistry, physics, meteorology and mathematics will be introduced. The consequences of air pollution will be discussed in historical and international perspectives. The main educational goal is raising critical thinking skills for the students to develop their own opinions future environmental issues

Subjects:: Environmental Engineering
Keywords:: Air -- Pollution
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Classics 170A: Religion & Law in Ancient Greece

In this course we will study ancient Greek religion from Bronze Age to Hellenistic times by investigating relevant literary accounts and the archaeology of the sacred space. The special themes will be festivals and rituals, gender and religion. We will study ancient religion from an anthropological perspective analyzing ritual tradition in its socio-cultural context. The second half of the course will focus on the relation between religion and law, and the regulations that codify religious practice.

Keywords:: Law Greek Religions Greece
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International Studies 164: Iraq Reconstruction

International Studies 164: Iraq Reconstruction cross listed as Political Science 159: Iraq Reconstruction Iraq is an in-conflict country. Its people live under foreign occupation and experience daily confrontations and hostilities. The country is politically unstable, nationally fragmented, and deeply divided along sectarian lines. The involvement of Iraq in several wars since 1979, thirteen years of international sanctions, and its occupation by the U.S. and its allies since April 2003 have left a physically ravaged and socially fragmented country. In this context, Iraq represents in-conflict countries such as Afghanistan, where conflict prevails and determines the social, political, and economic life of the country and its people. The main objectives of this course are as follows: To provide a brief political history of Iraq; To analyze the prospects of Iraq’s economic development; To discuss the effects of external interventions on Iraqi society; To offer students theoretical and practical tools to understand the politics behind grand projects of post-conflict and in-conflict countries reconstructing and nation-building; To present and discuss in depth diverse perspectives on the reconstruction of Iraq through a variety of lenses.

Subjects:: Political Science
Keywords:: Postwar reconstruction Economic development Politics government Iraq
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International Studies 12: Global Issues & Institutions

International Studies 12: Global Issues & Institutions cross listed as Political Science 44A: Global Issues and Institutions. Global Issues and Institutions is an introductory survey course designed to introduce the students to numerous current issues confronting policy-makers, pundits, and concerned global citizens as well as to the international institutions that regularly cope with those same issues. Among the issues discussed are the following: nuclear politics, energy crisis, war, international terrorism, globalization, ethnic conflict, environmental degradation, development, debt, and dependence. At the end of the quarter students will be able to: (a) identify and describe some major political, economic, social, and environmental issues confronting the global community; (b) evaluate major threats to peace and stability in the world today; (c) understand the role of power and military force in global affairs and limitations to the use of force; and (d) evaluate the demographic, economic, and national aspects of development.

Subjects:: Political Science
Keywords:: International relations Policy sciences
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Foundations of Public Health: Pub Hlth 200

This course presents the overarching framework, principles, and core responsibilities of public health research and practice from a multidisciplinary perspective. The course also provides the necessary foundation for further studies toward advanced cross-cutting approaches essential for public health practice.

Subjects:: Public Health
Keywords:: Public health -- Research Public health Public health administration
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MAE 91: Introduction to Thermodynamics

This course introduces thermodynamic principles; open and closed systems representative of engineering problems; and first and second law of thermodynamics with applications to engineering systems and design. Topics include: thermodynamic concepts, thermodynamic properties, the first law of thermodynamics, first law analysis for a control volume, the second law of thermodynamics, entropy, and second law analysis for a control volume.

Subjects:: Aeronautical and Aviation Engineering and Mechanical Engineering
Keywords:: Thermodynamics
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Mechanical and Aerospace Engineering 165: Advanced Manufacturing Choices

Manufacturing processes can be organized by considering the type of energy required to shape the work-piece. In this course, sources of energy considered for machining are mechanical used for cutting and shaping, heat energy such as in laser cutting, photochemical such as in photolithography, and chemical energy such as in electro chemical machining and chemical vapor deposition (CVD). Students, guided by product specifications and a design will decide: 1) When to apply mechanical machining vs. lithography based machining, 2) What type of mechanical machining and what type of lithography based machining to apply, 3) When to employ bottom-up vs. top-down manufacturing, 4) When to choose serial, batch or continuous manufacturing and 5) What rapid prototyping method to select. A logical decision tree will be presented to sort the machining options. Examples from a variety of products ranging in size from nanometers to centimeters will be considered.

Subjects:: Mechanical Engineering
Keywords:: Manufacturing processes Machining
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Mechanical and Aerospace Engineering 10: Introduction to Engineering Computations

This course helps students develop computational programming skills and gain experience with computational tools to be used in the solution of engineering problems. Topics include: Introduction to Computing, Basic Matlab commands, Arrays: one-dimensional and multi-dimensional, Flow control, Selective execution, Repetitive execution and iterations, Input and Output, Modular Programming: Functions, Plotting, and Advanced data types.

Subjects:: Aeronautical and Aviation Engineering and Mechanical Engineering
Keywords:: Engineering mathematics -- Data processing Engineering -- Data processing Computer programming
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Planning, Policy and Design 221 SEM A: PUBLIC POLICY

Public policy investigates what government does or, in other words, the outcomes of decisions made at local, regional, national, and international levels of governance - as well as the consequences they bring about. We explore three central, interrelated questions regarding the nature of governmental decision-making processes having as their aim the enactment, implementation, and evaluation of public policy. These are: 1) what frameworks, explanatory theories, and ways of knowing illuminate how and why certain types of policies get made? 2) What is the role of the policy analyst - an academically trained professional - in describing, understanding, predicting, and designing policies? And, 3) what are the consequences of different policy designs on: public welfare and well-being, other areas of social discourse and interaction, and the concept of democracy itself?

Subjects:: Sociology and Political Science
Keywords:: Political planning Policy sciences
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Political Science 61A: Minority Politics

Political Science 61A, Minority Politics, also cross listed as Chicano/Latino Studies 64, Minority Politics. The course’s focus is the politics and experiences of specific groups: African Americans, Latinos, Native Americans, and Asian Americans. This examination and analysis will not only enhance our understanding of these groups’ political roles, but will demonstrate that the U.S. political system cannot be adequately understood without understanding the political dynamics of ethnicity and race.

Subjects:: Political Science
Keywords:: African Americans -- Politics government Hispanic Americans -- Politics government Asian Americans -- Politics government Minorities Indians of North America -- Politics government
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Psych 9A/Psy Beh 11A: Psychology Fundamentals

This entry-level psychology course is designed to provide students with an in-depth survey of general psychology. Topics include biological bases of behavior, sensation, perception, cognition, development, personality, psychopathology, and social psychology

Subjects:: Psychology
Keywords:: Psychology
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Psych 9B/Psy Beh 11B: Psychology Fundamentals

This is one of the three courses that are a part of a three-quarter series, cross-listed as "Social Ecology Psy Beh P11 A, B, C" or "Social Sciences Psych 9 A, B, C." All three courses are offered every quarter and can be taken in any order. The series is designed to give students a strong foundation in the major research areas of psychology, including such areas as human cognitive and social development, memory, language, emotional and social behavior, psychopathology, and neuroscience. This course sequence is required for students majoring in Psychology and Social Behavior in the School of Social Ecology and for students majoring in Psychology in the School of Social Sciences. These courses can also be taken by non-majors. In this course specifically, referred to as "Psy Beh P11B" or "Psych 9B," topics to be covered include memory, thinking, language, learning, and cognitive development.

Subjects:: Psychology
Keywords:: Psychology
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PubHlth 194A: Clinical and Translational Research Preparatory I

Provides training for students with an interest in clinical and translational research in the health care setting. Cultivates skills for study design, research literature review, ethics, responsible conduct of research, and cultural competence while emphasizing professionalism and personal responsibility.

Subjects:: Statistics and Research Methods
Keywords:: Clinical trials Medicine -- Research
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PubHlth 195W: Public Health Practicum and Culminating Experience

This course provides direct opportunities for Public Health majors to observe and participate in public health activities and/or research; and to cultivate skills for verbal and written communication of contemporary public health topics for an integrative culminating experience,

Subjects:: Public Health
Keywords:: Public health Public health administration
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Psych 9C/Psy Beh 11C: Psych Fundamentals

Designed to provide freshman with an in-depth survey of general psychology. Topics include biological bases of behavior, sensation, perception, cognition, development, personality, psychopathology, and social psychology.

Subjects:: Psychology
Keywords:: Psychology
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The Power of Macroeconomics: Economic Principles in the Real World

In this course, you will learn all of the major principles of macroeconomics normally taught in a quarter or semester course to college undergraduates or MBA students. Perhaps more importantly, you will also learn how to apply these principles to a wide variety of situations in both your personal and professional lives. In this way, the Power of Macroeconomics will help you prosper in an increasingly competitive and globalized environment.

Subjects:: Economics
Keywords:: Macroeconomics
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Sociology 2A: International Sociology

At the dawn of the twenty-first century, globalization is a pervasive feature of social life. The clichéd examples – from McDonald’s to reggae music – form just the tip of the globalization iceberg. A world economy, a world polity, and a world culture are all undergoing rapid expansion. In this course, we will consider globalization’s aspects and impacts, in an effort to develop some understandings of its causes, effects, and implications for your own life.

Subjects:: Sociology
Keywords:: Sociology
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PubHlth 91: Disparities in Health Care

Student participatory course practicing initiation, planning, and coordination of various speakers on the subject of Disparities in Health Care. Topics in this course include: mental health, Health Care financing, religion and spirituality in health, immigration and medical care, women's health, geriatrics, and prison health.

Subjects:: Public Health
Keywords:: Public health Health services accessibility Discrimination in medical care
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PubHlth1: Principles of Public Health

Introduces the major concepts and principles of public health and the determinants of health status in communities. Emphasizes the ecological model that focuses on the linkages and relationships among multiple natural and social determinants affecting health. Course may be offered online.

Subjects:: Public Health
Keywords:: Public health Public health administration
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The Power of Microeconomics: Economic Principles in the Real World

In this course, you will learn all of the major principles of microeconomics normally taught in a quarter or semester course to college undergraduates or MBA students. Perhaps more importantly, you will also learn how to apply these principles to a wide variety of real world situations in both your personal and professional lives. In this way, the Power of Microeconomics will help you prosper in an increasingly competitive environment. Note that this course is a companion to the Power of Macroeconomics. If you take both courses, you will learn all of the major principles normally taught in a year-long introductory economics college course.

Subjects:: Economics
Keywords:: Microeconomics
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HMP 668/SI 542 - Introduction to Health Informatics

The conceptual structure for the course derives from the statement below that expresses the purpose of health informatics. Health informatics applies to a wide range of health-related application domains a set of methods (drawn from the informational and behavioral sciences) to create and study informational resources that support the health-related activities of people (individuals and groups) in these domains. The methods employed in health informatics derive from both the computational/informational sciences and the behavioral/social sciences. This course, as an initial immersion into the field of health informatics, will examine the domains, methods, and classes of information resources that, together, create the scaffolding of the field.

Subjects:: Health Technology and Informatics
Keywords:: Medical informatics
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左傳選讀

本學期課程主題：子產卒仲尼出涕 ─ 讀《左傳》識子產。以《左傳》為主，間或引《論語》、《荀子》、《韓非子》、《呂氏春秋》等論子產治鄭。

Subjects:: Chinese Literature
Keywords:: Chinese literature Zuo zhuan (Zuoqiu Ming) Chinese classics
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Gender & Media: Collaborations in Feminism and Technology

This course examines representations of race, class, gender, and sexual identity in the media, with a particular focus on new media and how digital technologies are transforming popular culture. We will be considering issues of authorship, spectatorship, (audience) and the ways in which various media content (film, television, print journalism, blogs, video, advertising) enables, facilitates, and challenges these social constructions in society.

Subjects:: Sociology
Keywords:: Social classes Mass media sex United States Mass media race relations Mass media -- Social aspects
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Sexual and Gender Identities

This course offers an introduction to the history of gender, sex, and sexuality in the modern United States, from the end of the nineteenth century to the beginning of the twenty-first. It begins with an overview of historical approaches to the field, emphasizing the changing nature of sexual and gender identities over time. The remainder of the course flows chronologically, tracing the expanding and contracting nature of attempts to control, construct, and contain sexual and gender identities, as well as the efforts of those who worked to resist, reject, and reform institutionalized heterosexuality and mainstream configurations of gendered power.

Subjects:: Sociology
Keywords:: Sex United States Social conditions Gender identity
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Globalization: The Good, the Bad and the In-Between

This subject examines the paradoxes of contemporary globalization. Through lectures, discussions and student presentations, we will study the cultural, linguistic, social and political impact of globalization across broad international borders. We will pay attention to the subtle interplay of history, geography, language and cultural norms that gave rise to specific ways of life. The materials for the course include fiction, nonfiction, audio pieces, maps and visual materials.

Subjects:: Sociology
Keywords:: Globalization
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Gender, Health, and Society

This course draws on different disciplines, conceptual frameworks, and methodological approaches to examine gender in relation to health, including public health practice, epidemiologic research, health policy, and clinical application. It discusses a variety of health-related issues that illustrate global, international, domestic, and historical perspectives, while considering other social determinants of health as well, including social class and race.

Subjects:: Sociology
Keywords:: Public health Gender identity Equality -- Health aspects
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Advanced Design and Optimization of Composite Structures I

This course introduces the basic components of an airframe structure and discusses their use and limitations. The realities of composite design such as the effect of material scatter, environmental knockdowns, and damage knockdowns are discussed and guidelines accounting for these effects and leading to robust designs are presented. The resulting design constraints and predictive tools are applied to real-life design problems in composite structures. A brief revision of lamination theory and failure criteria leads into the development of analytical solutions for typical failure modes for monolithic skins (layup strength, buckling under combined loads and for a variety of boundary conditions) and stiffeners (strength, column buckling under a variety of loads and boundary conditions, local buckling or crippling for one-edge and no-edge-free conditions). These are then combined into stiffened composite structures where additional failure modes such as skin-stiffener separation are considered. Analogous treatment of sandwich skins examines buckling, wrinkling, crimping, intra-cellular buckling failure modes. Once the basic analysis and design techniques have been presented, typical designs (e.g. flange layup, stiffness, taper requirements) are presented and a series of design guidelines (stiffness mismatch minimization, symmetric and balanced layups, 10% rule, etc.) addressing layup and geometry are discussed. On the metal side, the corresponding design practices and analysis methods are presented for the more important failure modes (buckling, crippling) and comparisons to composite designs are made. A design problem is given in the end as an application of the material in this Part of the course.

Subjects:: Aeronautical and Aviation Engineering
Keywords:: Composite construction Airframes
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Advanced Transport Phenomena

In this engineering course, you will learn about the engineering principles that play an important role in all of these and more phenomena. You will learn about microbalances, radiation, convection, diffusion and more and their applications in everyday life. This advanced course is for engineers who want to refresh their knowledge, engineering students who are eager to learn more about heat/mass transport and for all who have fun in explaining the science of phenomena in nature.

Subjects:: Mechanical Engineering
Keywords:: Transport theory Energy transfer Heat -- Transmission Mass transfer
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Advanced Structural Analysis

This course is designed to introduce students who wish to specialize in stress analysis of thin-walled structures to more advanced topics such as the analysis of statically indeterminate structures, warping, constraint stresses, shear diffusion, and elements of plate bending.

Subjects:: Aeronautical and Aviation Engineering
Keywords:: Airframes Structural analysis (Engineering)
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Big Data Strategies to Transform Your Business

While big data infiltrates all walks of life, most firms have not changed sufficiently to meet the challenges that come with it. In this course, you will learn how to develop a big data strategy, transform your business model and your organization. This course will enable professionals to take their organization and their own career to the next level, regardless of their background and position. Professionals will learn how to be in charge of big data instead of being subject to it. In particular, they will become familiar with tools to: - assess their current situation regarding potential big data-induced changes of a disruptive nature, - identify their options for successfully integrating big data in their strategy, business model and organization, or if not possible, how to exit quickly with as little loss as possible, and - strengthen their own position and that of their organization in our digitalized knowledge economy The course will build on the concepts of product life cycles, the business model canvas, organizational theory and digitalized management jobs (such as Chief Digital Officer or Chief Informatics Officer) to help you find the best way to deal with and benefit from big data induced changes. During the course, your most pressing questions will be answered in our feedback videos with the lecturer. In the assignments of the course, you will choose a sector and a stakeholder. For this, you will develop your own strategy and business model. This will help you identify the appropriate organizational structure and potential contributions and positions for yourself.

Subjects:: Management and Computing
Keywords:: Business -- Data processing Big data
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Aerospace Mechanics of Materials

Welcome to this course of Aerospace Mechanics of Materials. We are happy that you chose to join us on this exciting journey. This course deals with basic material and geometry dependent analysis of structures. In this course, you will investigate how these material properties, in combination with structural geometries, affect the design and performance of basic structural elements under axial, torsion, bending and shear loading. We have divided this course into eight different subjects and a review chapter. In those subject, you will find video lectures and readings, where the concepts and theory will be explained; examples, where we will solve a problem for you, so you can reinforce the concepts you have learned; and exercises, that will allow you to test your knowledge.

Subjects:: Aeronautical and Aviation Engineering
Keywords:: Mechanics Applied Aerospace engineering Mechanical engineering Strength of materials Materials
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Algoritmiek

This course treats various methods to design and analyze datastructures and algorithms for a wide range of problems. The most important new datastructure treated is the graph, and the general methods introduced are: greedy algorithms, divide and conquer, dynamic programming and network flow algorithms. These general methods are explained by a number of concrete examples, such as simple scheduling algorithms, Dijkstra, Ford-Fulkerson, minimum spanning tree, closest-pair-of-points, knapsack, and Bellman-Ford. Throughout this course there is significant attention to proving the correctness of the discussed algorithms. All material for this course is in English. The recorded lectures, however, are in Dutch.

Subjects:: Computing
Keywords:: Algorithms Data structures (Computer science)
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Bio Mechatronics

Biomechatronics is a contraction of biomechanics and mechatronics. In this course the function and coordination of the human motion apparatus is the central focus, and the design of assistive devices for the support of the function of the motion apparatus.

Subjects:: Biomedical Engineering
Keywords:: Medical instruments apparatus Mechatronics Biomedical engineering Robotics
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Business Model Implementation

Designing a new business model is one thing, but how do you actually put it into practice? How do you move from your current model to a new business model? In this business and management course, you will learn how to make a practical action plan to implement your new business model. You will create a business model roadmap that will include practical activities that take into consideration the possible risks associated with moving to a new business model. You will also learn about the practical factors that need to be taken into consideration during the transition process, i.e. the competency of your people and your IT, in order to successfully implement a new business model.

Subjects:: Management
Keywords:: Business planning Strategic planning Industrial management
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Business Model Metrics and Advanced Tools

Do you want to enhance your business model by creating a clear focus or implement your new business model innovation into your IT? In this business and management course, we will discuss business model agility and how specific business model metrics will help you focus on the overall goals of our business. You will also learn about advanced tools to help support the bridge between business model thinking and IT implementation.

Subjects:: Management
Keywords:: Business planning Information technology -- Management Strategic planning Industrial management
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Buckling of Structures

The course is concerned with the concept of structural stability. This concept is applied to discrete and continuous basic structural elements (beams, frames, plates and shells). The fundamental concepts are introduced on the basis of the governing differential equations. The course includes the following topics: - Equations of motion, nonlinear equilibrium equations, stationary potential energy criterion. - Stability analysis for the basic structural elements. - Design methods for stability of basic structural elements.

Subjects:: Aeronautical and Aviation Engineering
Keywords:: Buckling (Mechanics) Structural stability
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Biomedical Engineering Design

This course presents a design philosophy and a design approach, dedicated to rehabilitation technology. This field was selected because of human-machine interaction is inherent and vital. Illustrative examples will be discussed by their entire design proces.

Subjects:: Biomedical Engineering
Keywords:: Rehabilitation technology Biomedical engineering Medical instruments apparatus -- Design construction
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Flight & Orbital Mechanics

The following topics are covered: 1. Turning performance (three dimensional equations of motion, coordinate systems, Euler angles, transformation matrices) 2. Airfield performance (take-off and landing) 3. Unsteady climb and descent (including minimum time to climb problem) 4. Cruise flight and transport performance 5. Equations of motion with a wind gradient present 6. Equations of motion applied to various phases of space flight 7. Launch, Vertical flight, delta-V budget, burn out height, staging 8. Gravity perturbations to satellite orbits, J2 effect for low earth orbit satellites, J2,2 effect for Geostationary Earth Orbit sattelites leading to contribution in ï„V budget 9. Patched conics approach for interplanetary flight, gravity assist effect / options for change of excess velocity (2d, 3d), Launch, in orbit insertion.

Subjects:: Aeronautical and Aviation Engineering and Mechanical Engineering
Keywords:: Aerodynamics Astrodynamics
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Courseware

Business Model Testing

The world is changing rapidly and full of uncertainties. The future success of a business model depends on how well it is adapted to changing circumstances. Do you want to become aware of the relevant developments in technology, markets and society? And understand how this affects your business? This business and management course will teach you how to stress test your business model. You will learn how to identify the relevant trends and uncertainties and how they impact your business model. You will analyse the strong and weak parts of your business model and look for opportunities to make your business model more robust and future proof. You will learn through real-world examples from well-known companies and interact with fellow entrepreneurs. By the end of this course, you will be able to stress test your own business model to analyse its future success.

Subjects:: Management
Keywords:: Business planning Strategic planning Industrial management
Resource Type:: Courseware

Courseware

Entrepreneurship for Engineers

Are you an entrepreneur, or do you have a passion for building your own technology startup? This course will help and encourage you to start a successful technology-based venture. If you always wanted to become an entrepreneur, or if you are simply interested in putting a new technology to innovative use, this course is for you. This course helps you understand the process of entrepreneurship from a technology-oriented background. The course is made up of modules that are presented by experts in the field of entrepreneurship and technology. Modules include: - Team Building - Opportunity Recognition - Financing - Customer Acquisition

Subjects:: Management
Keywords:: Technological innovations -- Economic aspects Entrepreneurship High technology industries -- Management
Resource Type:: Courseware

Courseware

How to Design a Successful Business Model

Do you want to start or grow your own business, go international, or avoid bankruptcy? In this business and management course, you will learn the key steps to take to design or innovate your own business model. You will learn about the trade-offs to be made, and the design issues that are critical for a viable and sustainable business model. This course will help you answer questions like, how do I create a simple business model in a structured way, how do I engage my users and how do I create value for my customers as well as revenue for my company.

Subjects:: Management
Keywords:: Business planning Strategic planning Industrial management
Resource Type:: Courseware

Courseware

Introduction to Aerospace Engineering II

This part of the course Introduction to Aerospace Engineering is focused on two aerospace disciplines: “space and orbital mechanics” and “structures and materials”. These topics are discussed in detail and will provide an understanding for both aircraft and for spacecraft/space missions.

Subjects:: Aeronautical and Aviation Engineering
Keywords:: Orbital mechanics Space vehicles -- Materials Airplanes -- Materials Aerospace engineering
Resource Type:: Courseware

Courseware

Spacecraft Technology

Exploration of space is never out of the news for long and the desire to construct lower-cost, reliable and more capable spacecraft has never been greater. At TU Delft years of technology development and research experience in space engineering allow us to offer this course, which examines spacecraft technologies for satellites and launch vehicles. This course provides: - knowledge of the technical principles of rockets and satellite bus subsystems; - the ability to select state-of-the-art, available components; - analysis of the physical and technical limitations of subsystem components; - identification of the key performance parameters of different spacecraft subsystems; - comparison of the values obtained by ideal theory and real-life ones; - opportunity to make preliminary designs for a spacecraft based on its key requirements. Other spacecraft types, such as interplanetary rovers, are not covered in this course. Spacecraft instrumentation and other payloads are also not covered.

Subjects:: Aeronautical and Aviation Engineering
Keywords:: Space vehicles
Resource Type:: Courseware

Courseware

The Value of Business Models

Does your business need a make-over? Are you unsure how to start? Having an innovative business model is key for a profitable business and growth. In this business and management course, you will learn how to design, test and implement new business models for sustainable success. This course introduces you to the main topics of business model innovation. You will learn what drives business model innovation and why it is valuable to you and your business. You will apply practical tools to (re)design and test a business model. Be inspired by real-life business model examples from fellow entrepreneurs and learn from leading experts who design business model innovations. By the end of this course, you will be able to structure your thinking and communicate your business model ideas and learn how to improve your own business.

Subjects:: Management
Keywords:: Business planning Strategic planning Industrial management
Resource Type:: Courseware

Courseware

Theory of Computation

Computability Theory deals with one of the most fundamental questions in computer science: What is computing and what are the limits of what a computer can compute? Or, formulated differently: “What kind of problems can be algorithmically solved?” During the course this question will be studied. Firstly, the notion of algorithm or computing will be made precise by using the mathematical model of a Turing machine. Secondly, it will be shown that basic issues in computer science, like “Given a program P does it halt for any input x?” or “Given two program P and Q, are they equivalent?” cannot be solved by any Turing machine. This shows that there exist problems that are impossible to solve with a computer, the so-called “undecidable problems”. The book is in English, the recorded lectures and slides however, are in Dutch

Subjects:: Computing
Keywords:: Machine theory Computational complexity Computable functions
Resource Type:: Courseware

Courseware

Railway Engineering: An Integral Approach

Have you ever wondered what it takes to get your train on the right platform at the scheduled time every day? Understanding the complexity behind today’s sophisticated railway systems will give you a better insight into how this safe and reliable transportation system works. We will show you the many factors which are involved and how multiple people, behind the scenes, have a daily task that enables you to get from home to work. Journey with us into the world of rail – a complex system that connects people, cities and countries. Railway systems entail much more than a train and a track. They are based on advanced technical and operational solutions, dealing with continuously changing demands for more efficient transport for both passengers and freight every day. Each system consists of many components that must be properly integrated: from trains, tracks, stations, signaling and control systems, through monitoring, maintenance and the impact on cities, landscape and people. This integration is the big challenge and the source of many train delays, inconvenient connections and other issues that impact our society. This engineering course attempts to tackle those issues by introducing you to a holistic approach to railway systems engineering. You will learn how the system components depend on each other to create a reliable, efficient and state-of-the-art network.

Subjects:: Electrical Engineering and Transportation
Keywords:: Railroad engineering
Resource Type:: Courseware

Courseware

Introduction to Credit Risk Management

Imagine that you are a bank and a main part of your daily business is to lend money. Unfortunately, lending money is a risky business – there is no 100% guarantee that you will get all your money back. If the borrower defaults, you will face losses in your portfolio. Or, in a bit less extreme scenario, if the credit quality of your counterparty deteriorates according to some rating system, the loan will become more risky. These are typical situations in which credit risk manifests itself. According to the Basel Accord, a global regulation framework for financial institutions, credit risk is one of the three fundamental risks a bank or any other regulated financial institution has to face when operating in the markets (the two other risks being market risk and operational risk). As the 2008 financial crisis has shown us, a correct understanding of credit risk and the ability to manage it are fundamental in today’s world. This course offers you an introduction to credit risk modelling and hedging. We will approach credit risk from the point of view of banks, but most of the tools and models we will overview can be beneficial at the corporate level as well. At the end of the course, you will be able to understand and correctly use the basic tools of credit risk management, both from a theoretical and, most of all, a practical point of view. This will be a quite unconventional course. For each methodology, we will analyse its strengths as well as its weaknesses. We will do this in a rigorous way, but also with fun: there is no need to be boring.

Subjects:: Management and Finance
Keywords:: Risk management Financial institutions Asset-liability management Bank loans -- Management Banks banking Credit analysis
Resource Type:: Courseware

Courseware

韻文學專題

本課程以研討中國文學史上居於主流地位的「韻文學」，即：唐詩、宋詞、元曲、戲曲以及說唱文學為主要內容。本課程藉由對歌謠、近體詩、說唱文學、古典戲劇的逐一解析，探討歷代韻文學的發展脈絡，讓學生進而能從事專題研究。

Subjects:: Chinese Literature
Keywords:: Chinese poetry Chinese literature Qu (Chinese literature) Ci (Chinese poetry)
Resource Type:: Courseware

Courseware

Introduction to Functional Programming

Broadly speaking, functional programming is a style of programming in which the primary method of computation is the application of functions to arguments. Among other features, functional languages offer a compact notation for writing programs, powerful abstraction methods for structuring programs, and a simple mathematical basis that supports reasoning about programs. Functional languages represent the leading edge of programming language design, and the primary setting in which new programming concepts are introduced and studied. All contemporary programming languages such as Hack/PHP, C#, Visual Basic, F#, C++, JavaScript, Python, Ruby, Java, Scala, Clojure, Groovy, Racket, … support higher-order programming via the concept of closures or lambda expressions. This course will use Haskell as the medium for understanding the basic principles of functional programming. While the specific language isn’t all that important, Haskell is a pure functional language so it is entirely appropriate for learning the essential ingredients of programming using mathematical functions. It is also a relatively small language, and hence it should be easy for you to get up to speed with Haskell. Once you understand the Why, What and How that underlies pure functional programming and learned to “think like a fundamentalist”, we will apply the concepts of functional programming to “code like a hacker” in mainstream programming languages, using Facebook’s novel Hack language as our main example. This course assumes no prior knowledge of functional programming, but assumes you have at least one year of programming experience in a regular programming language such as Java, .NET, Javascript or PHP.

Subjects:: Computing
Keywords:: Haskell (Computer program language) Functional programming (Computer science)
Resource Type:: Courseware

Courseware

Data Analysis: Building your Own Business Dashboard

Are you ready to leave the sandbox and go for the real deal? Have you followed Data Analysis: Take It to the MAX() and Data Analysis: Visualization and Dashboard Design and are ready to carry out more robust data analysis? In this project-based course you will engage in a real data analysis project that simulates the complexity and challenges of data analysts at work. Testing, data wrangling, Pivot Tables, sparklines? Now that you have mastered them you are ready to apply them all and carry out an independent data analysis. For your project, you will pick one raw dataset out of several options, which you will turn into a dashboard. You will begin with a business question that is related to the dataset that you choose. The datasets will touch upon different business domains, such as revenue management, call-center management, investment, etc.

Subjects:: Computing
Keywords:: Visual analytics Information visualization Industrial management -- Data processing Dashboards (Management information systems)
Resource Type:: Courseware

Courseware

Sustainable Energy: Design a Renewable Future

A transition to sustainable energy is needed for our climate and welfare. In this engineering course, you will learn how to assess the potential for energy reduction and the potential of renewable energy sources like wind, solar and biomass. You’ll learn how to integrate these sources in an energy system, like an electricity network and take an engineering approach to look for solutions and design a 100% sustainable energy system.

Subjects:: Electrical Engineering
Keywords:: Solar energy Renewable energy sources Biomass energy Wind power Sustainable development
Resource Type:: Courseware

Courseware

Solar Energy Engineering: Photovoltaic Energy Conversion

The key factor in getting more efficient and cheaper solar energy panels is the advance in the development of photovoltaic cells. In this course you will learn how photovoltaic cells convert solar energy into useable electricity. You will also discover how to tackle potential loss mechanisms in solar cells. By understanding the semiconductor physics and optics involved, you will develop in-depth knowledge of how a photovoltaic cell works under different conditions. You will learn how to model all aspects of a working solar cell. For engineers and scientists working in the photovoltaic industry, this course is an absolute must to understand the opportunities for solar cell innovation.

Subjects:: Electrical Engineering
Keywords:: Solar energy Renewable energy sources Photovoltaic cells Photovoltaic power generation
Resource Type:: Courseware

Courseware

Solar Energy

In the third edition of Solar Energy, you will learn to design a complete photovoltaic system. This course introduces the technology that converts solar energy into electricity, heat and solar fuels with a main focus on electricity generation. Photovoltaic (PV) devices are presented as advanced semiconductor devices that deliver electricity directly from sunlight. The emphasis is on understanding the working principle of a solar cell, fabrication of solar cells, PV module construction and the design of a PV system. You will gain a greater understanding of the principles of the photovoltaic conversion- the conversion of light into electricity. This course explores the advantages, limitations and challenges of different solar cell technologies, such as crystalline silicon solar cell technology, thin film solar cell technologies and the latest novel solar cell concepts as studied on lab-scale. We will discuss the specifications of solar modules and demonstrate how to design a complete solar system for any particular application.

Subjects:: Electrical Engineering
Keywords:: Solar cells Solar energy Photovoltaic power systems
Resource Type:: Courseware

Courseware

Electrical Machines and Drives

The course gives an overview of different types of electrical machines and drives. Different types of mechanica loads are discussed. Maxwell’s equations are applied to magnetic circuits including permanent magnets. DC machines, induction machines, synchronous machines, switched reluctance machines, brushless DC machines and single-phase machines are discussed with the power electronic converters used to drive them.

Subjects:: Electrical Engineering
Keywords:: Electric driving Electric machinery
Resource Type:: Courseware

Courseware

System Validation

The purpose of this course is to learn how to specify the behavior of embedded systems and to experience the design of a provably correct system. In this course you will learn how to formally specify requirements and to prove (or disprove) them on the behaviour. With a practical assignment you will experience how to apply the techniques in practice.

Subjects:: Computing
Keywords:: Embedded computer systems
Resource Type:: Courseware

Courseware

Data Analysis: Visualization and Dashboard Design

This course covers the main tasks required from data analysts today, including importing, summarizing, interpreting, analyzing and visualizing data. It aims to equip you with the tools that will enable you to be an independent data analyst. Most techniques will be taught in Excel with add-ons and free tools available online. You will learn: - How to make data come to life with well-known types of visualizations such as line and bar graphs and new types of visualizations such as spark lines, contour plots and population pyramids. - How to create dashboards in Excel based on live data that can meet managerial and business needs. - How to connect data from different sources, such as the web and exports from your CRM, ERP, SAP or data warehouse. - Some hands-on data science and how to use actionable analysis tools. - Deep dive into known tools like PivotTables and introduce new ones like the analysis toolpak

Subjects:: Computing
Keywords:: Visual analytics Information visualization Industrial management -- Data processing Dashboards (Management information systems) Microsoft Excel (Computer file)
Resource Type:: Courseware

Courseware

Solar Energy: Photovoltaic (PV) Technologies

The technologies used to produce solar cells and photovoltaic modules are advancing to deliver highly efficient and flexible solar panels. In this course you will explore the main PV technologies in the current market. You will gain in-depth knowledge about crystalline silicon based solar cells (90% market share) as well as other up and coming technologies like CdTe, CIGS and Perovskites. This course provides answers to the questions: How are solar cells made from raw materials? Which technologies have the potential to be the major players for different applications in the future?

Subjects:: Electrical Engineering
Keywords:: Solar cells Photovoltaic power systems Photovoltaic power generation Silicon solar cells
Resource Type:: Courseware

Courseware

Electronic Instrumentation

This course is a basic course on Instrumentation and Measurement. Firstly, the detection limit in a typical instrument for measurement of an electrical quantity is determined for: offset, finite common-mode rejection, noise and interference. The dominant source of uncertainty is identified and the equivalent input voltage/current sources are calculated. Secondly, the measurement of a non-electrical quantity is discussed. In this case the detection limit should be expressed in terms of the non-electrical input parameter of interest. Issues discussed are: (cross-)sensitivities in frequently used transduction effects, non-electrical source loading and noise in the non-electrical signal domain. Coupled domain formal modeling is subsequently introduced to facilitate analytical multi-domain system analysis. Finally, the detection limit in typical applications in the mechanical, thermal, optical and magnetic signal domain are analysed, along with circuit and system techniques to maximize overall system detectivity. The tools that are introduced in the course, such as the formal modeling and the calculation of the detection limit, are applied in the mid-term project to a real-world measurement problem.

Subjects:: Electrical Engineering
Keywords:: Electronic instruments Electronic measurements
Resource Type:: Courseware

Courseware

Electronic Power Conversion

This course is an introduction to power electronics. First the principles of power conversion with switching circuits are treated as well as main applications of power electronics. Next the basic circuits of power electronics are explained, including ac-dc converters (diode rectifiers), dc-dc converters (non-isolated and isolated) and dc-ac converters (inverters). Related issues such as pulse width modulation, methods of analysis, voltage distortion and power quality are treated in conjunction with the basic circuits. The main principles of operation of most commonly used power semiconductor switches are explained. Finally, the role of power electronics in sustainable energy future, including renewable energy systems and energy efficiency is discussed.

Subjects:: Electrical Engineering
Keywords:: Electronic circuits Power electronics
Resource Type:: Courseware

Courseware

Data Analysis: Take it to the MAX

This course is for all of those struggling with data analysis. You will learn: - Overcome data analysis challenges in your work and research - Increase your productivity and make better business decisions - Enhance your data analysis skills using spreadsheets - Learn about advanced spreadsheet possibilities like array formulas and pivottables - Learn about Excel 2013 features like PowerPivot & PowerMap - Learn to organize and test your spreadsheets

Subjects:: Computing
Keywords:: Electronic spreadsheets -- Computer programs Visual analytics Python (Computer program language) Information visualization Microsoft Excel (Computer file)
Resource Type:: Courseware

Courseware

N 536 - Utilization of Nursing Research in Advanced Practice

The primary goal of this course is to promote an evidence-based approach to advanced nursing practice. Evidenced-based research findings for nursing practice will be evaluated in terms of racial, ethnic, and socioeconomic relevance. An understanding of the research process, applicable theories, organizational dynamics, and leadership functions are applied to design and process of implementing research in health care settings.

Subjects:: Statistics and Research Methods and Nursing
Keywords:: Nursing -- Research -- Methodology Evidence-based nursing
Resource Type:: Courseware

Courseware

N 420 - Perspectives in Global Health

This course introduces the student to global health concepts and the network of organizations working to advance health care internationally. Emphasis for this course is on the global burden of disease and determinates of health. It will provide the student with a broad introduction to programs, systems and policies affecting global health. Students will explore facets of the global health care delivery system, health care economics and the political process and its impact on the health of individuals and populations.

Subjects:: Public Health
Keywords:: Medical economics Public health administration World health Children -- Health hygiene
Resource Type:: Courseware

Courseware

Advanced Device Physics

This course will focus for a large part on MOSFET and CMOS, but also on heterojunction BJT, and photonic devices.First non-ideal characteristics of MOSFETs will be discussed, like channel-length modulation and short-channel effects. We will also pay attention to threshold voltage modification by varying the dopant concentration. Further, MOS scaling will be discussed. A combination of an n-channel and p-channel MOSFET is used for CMOS devices that form the basis for current digital technology. The operation of a CMOS inverter will be explained. We will explain in more detail how the transfer characteristics relate to the CMOS design.

Subjects:: Electrical Engineering
Keywords:: Metal oxide semiconductors Complementary Semiconductors Metal oxide semiconductor field-effect transistors Electronic circuit design
Resource Type:: Courseware

Courseware

EPID 757 - Introduction to Systematic Reviews and Meta-Analyses

Systematic reviews and meta-analyses are useful for evidence-based clinical and public health practice. The widespread and growing application of systematic review methods for the synthesis of evidence on important or pressing research and clinical questions underscore the need for health-care professionals to understand and critique this research design. This course will provide a detailed description of the systematic review process, discuss the strengths and limitations of the method, and provide step-by-step guidance on how to actually perform a systematic review and meta-analysis. Specific topics to be covered include: formulation of the review question, searching of literature, quality assessment of studies, data extraction, meta-analytic methods, assessment of heterogeneity and report writing. The course will also cover statistical issues such as selection of statistical models for meta-analysis, practical examples of fixed and random effects models, best evidence syntheses (qualitative systematic reviews) as well as examples of methods to evaluate heterogeneity and publication bias. STATA statistical software will be used to perform meta-analysis during the computer lab, along with tutorials on how to effectively use tools such as PubMed for conducting reviews.

Subjects:: Statistics and Research Methods
Keywords:: Meta-analysis Research -- Methodology Systematic reviews (Medical research)
Resource Type:: Courseware

Courseware

HMP 607 - Corporate Finance for Health Care Administrators

HMP 607 is the third in a three-course sequence intended to impart to generalist administrators the knowledge of finance and accounting necessary to manage health care organizations. The first course, HMP 608, covers financial accounting. The second course, HMP 606, focuses on managerial accounting topics. This third course concentrates on corporate finance topics. It aims to impart an understanding of how finance theory and practice can inform the decision-making of the health care firm. As such, HMP 607 is most appropriately considered a corporate finance course, as opposed to a course in financial markets. In addition, it will integrate corporate finance and accounting theories, institutional knowledge of health care finance, and applications to specific problems.

Subjects:: Management of Health Care Services
Keywords:: Health facilities Finance Corporations -- Finance
Resource Type:: Courseware

Courseware

ENGR 100: Introduction to Engineering: Design in the Real World

Currently offered in Fall and Winter semesters at the University of Michigan College of Engineering (Ann Arbor, MI), this survey course provides a general introduction to the engineering design process – spanning core topics from problem definition through prototyping and testing, as well as other important considerations such as sustainability, failure analysis, and engineering economics. In some semesters, select lectures have been delivered via screencast prior to class, with corresponding lecture times then involving a complementary or a reinforcing activity. This particular Section of Engineering 100 emphasizes multidisciplinary design, entrepreneurship, and benefitting people's quality of life.

Keywords:: Engineering design
Resource Type:: Courseware

MOOC

Design Theory

Explore key concepts in the new field of design theory. Gain fundamental knowledge of what design is and its relation to culture, economics, and the arts.

Keywords:: Design Design -- Social aspects Design -- Philosophy
Resource Type:: MOOC

Presentation

Workshop on Semantic Business Process Management - Organization Structure Description for the Needs of Semantic Business Process Management

This video was recorded at 5th Annual European Semantic Web Conference (ESWC), Tenerife 2008. The degree of automation in the management of the business process space of single enterprises and whole value chains is still unsatisfying. A key source of problems are representational heterogeneities between the various perspectives and the various stages in the life-cycles of business processes. Typical examples are incompatible representations of the managerial vs. the IT perspective, or the gap between normative modeling for compliance purposes and process execution log data. As early as in the 1990s, researchers have evaluated the potential of using ontologies for improving business process management in the context of the TOVE project; however, the impact of that work remained beyond initial expectations. Since 2005, there is now a renewed and growing interest in exploiting ontologies, of varying expressivity and focus, for advancing the state of the art in business process management, in particular in ERP-centric IT landscapes. The term "Semantic Business Process Management" has been suggested for the described branch of research in an early 2005 paper, which is now frequently cited as the first description of the overall vision. A flagship activity in the field is the European research project "SUPER", with more than a dozen premier industrial and academic partners, among them SAP, IDS Scheer, and IBM. In the past two years, substantial advancement has been made in investigating the theoretical and practical branches of this vision. However, the interdisciplinary nature of the topic requires a tight collaboration of researcher from multiple fields of, namely the BPM, SOA, Semantic Web, Semantic Web services, and Economics communities. There is a clear need for an annual event at which those communities meet, debate, challenge each others approaches, and eventually align their research efforts. Due to the strong involvement of Semantic Web researchers in the field, ESWC is the ideal target venue for this event. In this workshop, we want to bring together experts from the relevant communities and help reach agreement on a roadmap for SBPM research. We aim at bundling experiences and prototypes from the successful application of Semantic Web technology to BPM in various industries, like automotive, engineering, chemical and pharmaceutical, and services domains. The particular focus is on deriving reusable best-practices from such experiences, and to yield convincing showcases of semantic technology.

Subjects:: Management and Computing
Keywords:: Industrial management Workflow -- Management
Resource Type:: Presentation

Presentation

Workshop on Semantic Business Process Management - Semantic business process validation

This video was recorded at 5th Annual European Semantic Web Conference (ESWC), Tenerife 2008. The degree of automation in the management of the business process space of single enterprises and whole value chains is still unsatisfying. A key source of problems are representational heterogeneities between the various perspectives and the various stages in the life-cycles of business processes. Typical examples are incompatible representations of the managerial vs. the IT perspective, or the gap between normative modeling for compliance purposes and process execution log data. As early as in the 1990s, researchers have evaluated the potential of using ontologies for improving business process management in the context of the TOVE project; however, the impact of that work remained beyond initial expectations. Since 2005, there is now a renewed and growing interest in exploiting ontologies, of varying expressivity and focus, for advancing the state of the art in business process management, in particular in ERP-centric IT landscapes. The term "Semantic Business Process Management" has been suggested for the described branch of research in an early 2005 paper, which is now frequently cited as the first description of the overall vision. A flagship activity in the field is the European research project "SUPER", with more than a dozen premier industrial and academic partners, among them SAP, IDS Scheer, and IBM. In the past two years, substantial advancement has been made in investigating the theoretical and practical branches of this vision. However, the interdisciplinary nature of the topic requires a tight collaboration of researcher from multiple fields of, namely the BPM, SOA, Semantic Web, Semantic Web services, and Economics communities. There is a clear need for an annual event at which those communities meet, debate, challenge each others approaches, and eventually align their research efforts. Due to the strong involvement of Semantic Web researchers in the field, ESWC is the ideal target venue for this event. In this workshop, we want to bring together experts from the relevant communities and help reach agreement on a roadmap for SBPM research. We aim at bundling experiences and prototypes from the successful application of Semantic Web technology to BPM in various industries, like automotive, engineering, chemical and pharmaceutical, and services domains. The particular focus is on deriving reusable best-practices from such experiences, and to yield convincing showcases of semantic technology.

Subjects:: Management and Computing
Keywords:: Industrial management Workflow -- Management
Resource Type:: Presentation

Courseware

15.875 Applications of System Dynamics

15.875 is a project-based course that explores how organizations can use system dynamics to achieve important goals. In small groups, students learn modeling and consulting skills by working on a term-long project with real-life managers. A diverse set of businesses and organizations sponsor class projects, from start-ups to the Fortune 500. The course focuses on gaining practical insight from the system dynamics process, and appeals to people interested in system dynamics, consulting, or managerial policy-making.

Subjects:: Management
Keywords:: Business consultants Social psychology
Resource Type:: Courseware

Courseware

15.024 Applied Economics for Managers | Sloan School of Management

The fact of scarcity forces individuals, firms, and societies to choose among alternative uses – or allocations – of its limited resources. Accordingly, the first part of this summer course seeks to understand how economists model the choice process of individual consumers and firms, and how markets work to coordinate these choices. It also examines how well markets perform this function using the economist's criterion of market efficiency. Overall, this course focuses on microeconomics, with some topics from macroeconomics and international trade. It emphasizes the integration of theory, data, and judgment in the analysis of corporate decisions and public policy, and in the assessment of changing U.S. and international business environments.

Subjects:: Management
Keywords:: Microeconomics
Resource Type:: Courseware

Presentation

Information and knowledge interoperability

This video was recorded at COIN / ACTIVE Summer School on Advanced Technologies for Knowledge Intensive Networked Organizations, Aachen 2010. Organized by COIN FP7 Integrated Project (http://www.coin-ip.eu/) and ACTIVE FP7 Integrated Project (http://www.active-project.eu), the summer school seeks to bring together students, scholars and researchers from industry in order to foster collaboration and interoperability through innovative software solutions and share the recent research developments from well-established researchers and educators. The main topics of the summer school are: Interoperability and collaboration models and solutions, Enterprise interoperability and collaboration services, Innovative knowledge and semantically powered technologies, Knowledge process and context modeling, Pro-active knowledge tools, Large scale analytics and reasoning tools, Business cases and real case studies. More about the event at http://coin-active-ss.ijs.si/

Subjects:: Management
Keywords:: Enterprise application integration (Computer systems) Internetworking (Telecommunication) Management information systems Information resources management
Resource Type:: Presentation

Presentation

Collaboration and Interoperability – COIN Approach

This video was recorded at COIN / ACTIVE Summer School on Advanced Technologies for Knowledge Intensive Networked Organizations, Aachen 2010. Organized by COIN FP7 Integrated Project (http://www.coin-ip.eu/) and ACTIVE FP7 Integrated Project (http://www.active-project.eu), the summer school seeks to bring together students, scholars and researchers from industry in order to foster collaboration and interoperability through innovative software solutions and share the recent research developments from well-established researchers and educators. The main topics of the summer school are: Interoperability and collaboration models and solutions, Enterprise interoperability and collaboration services, Innovative knowledge and semantically powered technologies, Knowledge process and context modeling, Pro-active knowledge tools, Large scale analytics and reasoning tools, Business cases and real case studies. More about the event at http://coin-active-ss.ijs.si/

Subjects:: Management
Keywords:: Enterprise application integration (Computer systems) Internetworking (Telecommunication) Management information systems Information resources management
Resource Type:: Presentation

Presentation

Workshop on Semantic Business Process Management - A Toolkit for Business Process Owners to Capture Early System Requirements

This video was recorded at 5th Annual European Semantic Web Conference (ESWC), Tenerife 2008. The degree of automation in the management of the business process space of single enterprises and whole value chains is still unsatisfying. A key source of problems are representational heterogeneities between the various perspectives and the various stages in the life-cycles of business processes. Typical examples are incompatible representations of the managerial vs. the IT perspective, or the gap between normative modeling for compliance purposes and process execution log data. As early as in the 1990s, researchers have evaluated the potential of using ontologies for improving business process management in the context of the TOVE project; however, the impact of that work remained beyond initial expectations. Since 2005, there is now a renewed and growing interest in exploiting ontologies, of varying expressivity and focus, for advancing the state of the art in business process management, in particular in ERP-centric IT landscapes. The term "Semantic Business Process Management" has been suggested for the described branch of research in an early 2005 paper, which is now frequently cited as the first description of the overall vision. A flagship activity in the field is the European research project "SUPER", with more than a dozen premier industrial and academic partners, among them SAP, IDS Scheer, and IBM. In the past two years, substantial advancement has been made in investigating the theoretical and practical branches of this vision. However, the interdisciplinary nature of the topic requires a tight collaboration of researcher from multiple fields of, namely the BPM, SOA, Semantic Web, Semantic Web services, and Economics communities. There is a clear need for an annual event at which those communities meet, debate, challenge each others approaches, and eventually align their research efforts. Due to the strong involvement of Semantic Web researchers in the field, ESWC is the ideal target venue for this event. In this workshop, we want to bring together experts from the relevant communities and help reach agreement on a roadmap for SBPM research. We aim at bundling experiences and prototypes from the successful application of Semantic Web technology to BPM in various industries, like automotive, engineering, chemical and pharmaceutical, and services domains. The particular focus is on deriving reusable best-practices from such experiences, and to yield convincing showcases of semantic technology.

Subjects:: Management and Computing
Keywords:: Industrial management Workflow -- Management
Resource Type:: Presentation

Presentation

Welcome to the Summer School on Advanced Technologies for Knowledge Intensive Networked Organizations 2010 - Aachen

This video was recorded at COIN / ACTIVE Summer School on Advanced Technologies for Knowledge Intensive Networked Organizations, Aachen 2010. Organized by COIN FP7 Integrated Project (http://www.coin-ip.eu/) and ACTIVE FP7 Integrated Project (http://www.active-project.eu), the summer school seeks to bring together students, scholars and researchers from industry in order to foster collaboration and interoperability through innovative software solutions and share the recent research developments from well-established researchers and educators. The main topics of the summer school are: Interoperability and collaboration models and solutions, Enterprise interoperability and collaboration services, Innovative knowledge and semantically powered technologies, Knowledge process and context modeling, Pro-active knowledge tools, Large scale analytics and reasoning tools, Business cases and real case studies. More about the event at http://coin-active-ss.ijs.si/

Subjects:: Management
Keywords:: Enterprise application integration (Computer systems) Internetworking (Telecommunication) Management information systems Information resources management
Resource Type:: Presentation

Presentation

Business Process Mining and Formalization

This video was recorded at COIN / ACTIVE Summer School on Advanced Technologies for Knowledge Intensive Networked Organizations, Aachen 2010. Part 1. Context Computing. Context is used as a term for packaging information for a particular need. A criterion for selecting or prioritization information from a broader pool of information could be called contextual model. Search can be contextual: http://searchpoint.ijs.si. The relevance of Context in computing seems to be growing. Many application areas see an opportunity in extending its value by introducing "context sensitivity". More details do to be found in ISWC2006 Tutorial on "context sensitivity": http://videolectures.net/iswc06_athens_ga/ Part 2. Text Mining & Light Weight Semantics. Videolectures discusses the following topics: - levels of text representations - modeling the data (Support Vector Machine) - classification into large taxonomies (DMoz) - visual & contextual search (Search Point) - multilingual search - news bias, news visualization - text enrichment (Enrycher) - knowledge based summarization - question answering (AnswerArt) - Cyc knowledge base and reasoning

Subjects:: Management and Computing
Keywords:: Data mining Information resources management Business -- Data Processing Management information systems
Resource Type:: Presentation

Presentation

Pöyry Case Study within the COIN project

This video was recorded at COIN / ACTIVE Summer School on Advanced Technologies for Knowledge Intensive Networked Organizations, Aachen 2010. Organized by COIN FP7 Integrated Project (http://www.coin-ip.eu/) and ACTIVE FP7 Integrated Project (http://www.active-project.eu), the summer school seeks to bring together students, scholars and researchers from industry in order to foster collaboration and interoperability through innovative software solutions and share the recent research developments from well-established researchers and educators. The main topics of the summer school are: Interoperability and collaboration models and solutions, Enterprise interoperability and collaboration services, Innovative knowledge and semantically powered technologies, Knowledge process and context modeling, Pro-active knowledge tools, Large scale analytics and reasoning tools, Business cases and real case studies. More about the event at http://coin-active-ss.ijs.si/

Subjects:: Management
Keywords:: Enterprise application integration (Computer systems) Internetworking (Telecommunication) Management information systems Information resources management
Resource Type:: Presentation

Presentation

Analyzing Word Frequencies in Large Text Corpora using Inter-arrival Times and Bootstrapping

This video was recorded at European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Athens 2011. Comparing frequency counts over texts or corpora is an important task in many applications and scientific disciplines. Given a text corpus, we want to test a hypothesis, such as "word X is frequent", "word X has become more frequent over time", or "word X is more frequent in male than in female speech". For this purpose we need a null model of word frequencies. The commonly used bag-of-words model, which corresponds to a Bernoulli process with fixed parameter, does not account for any structure present in natural languages. Using this model for word frequencies results in large numbers of words being reported as unexpectedly frequent. We address how to take into account the inherent occurrence patterns of words in significance testing of word frequencies. Based on studies of words in two large corpora, we propose two methods for modeling word frequencies that both take into account the occurrence patterns of words and go beyond the bag-of-words assumption. The first method models word frequencies based on the spatial distribution of individual words in the language. The second method is based on bootstrapping and takes into account only word frequency at the text level. The proposed methods are compared to the current gold standard in a series of experiments on both corpora. We find that words obey different spatial patterns in the language, ranging from bursty to non-bursty/uniform, independent of their frequency, showing that the traditional approach leads to many false positives.

Subjects:: Management and Computing
Keywords:: Computational linguistics Text processing (Computer science) Discourse analysis -- Data processing
Resource Type:: Presentation

Presentation

Sampling Table Configurations for the Hierarchical Poisson-Dirichlet Process

This video was recorded at European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Athens 2011. Hierarchical modeling and reasoning are fundamental in machine intelligence, and for this the two-parameter Poisson-Dirichlet Process (PDP) plays an important role. The most popular MCMC sampling algorithm for the hierarchical PDP and hierarchical Dirichlet Process is to conduct an incremental sampling based on the Chinese restaurant metaphor, which originates from the Chinese restaurant process (CRP). In this paper, with the same metaphor, we propose a new table representation for the hierarchical PDPs by introducing an auxiliary latent variable, called table indicator, to record which customer takes responsibility for starting a new table. In this way, the new representation allows full exchangeability that is an essential condition for a correct Gibbs sampling algorithm. Based on this representation, we develop a block Gibbs sampling algorithm, which can jointly sample the data item and its table contribution. We test this out on the hierarchical Dirichlet process variant of latent Dirichlet allocation (HDP-LDA) developed by Teh, Jordan, Beal and Blei. Experiment results show that the proposed algorithm outperforms their "posterior sampling by direct assignment" algorithm in both out-of-sample perplexity and convergence speed. The representation can be used with many other hierarchical PDP models.

Subjects:: Computing
Keywords:: Machine learning Artificial intelligence
Resource Type:: Presentation

Presentation

Optimizing Debt Collections Using Constrained Reinforcement Learning

This video was recorded at 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), Washington 2010. The problem of optimally managing the collections process by taxation authorities is one of prime importance, not only for the revenue it brings but also as a means to administer a fair taxing system. The analogous problem of debt collections management in the private sector, such as banks and credit card companies, is also increasingly gaining attention. With the recent successes in the applications of data analytics and optimization to various business areas, the question arises to what extent such collections processes can be improved by use of leading edge data modeling and optimization techniques. In this paper, we propose and develop a novel approach to this problem based on the framework of constrained Markov Decision Process (MDP), and report on our experience in an actual deployment of a tax collections optimization system at New York State Department of Taxation and Finance (NYS DTF).

Subjects:: Management and Computing
Keywords:: Markov processes -- Mathematical models Debt -- Management
Resource Type:: Presentation

Presentation

What's in Your (Customer's) Wallet?

This video was recorded at 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), Washington 2010. In 2009 IBM was recognized as a finalist of the INFORMS Edelman competition for its predictive modeling initiative to improve the productivity of its global salesforce and with an estimated business impact of ~ 100 Million dollars. The first component implements some traditional propensity modeling to identify new sales opportunities and is currently used by over 13,000 sales reps. The second 'wallet estimation' component is used strategically to allocate sales resources based on validated analytical estimates of revenue opportunity. In this case study we cover the key elements leading to the success including the data integration, data mining and predictive modeling, solution delivery, human guided model validation, integration of the business process and we conclude with an assessment of the bottom-line business impact.

Subjects:: Management and Computing
Keywords:: Management -- Data processing Sales management -- Data processing
Resource Type:: Presentation

Presentation

User requirements elicitation adapting Serious Gaming approach

This video was recorded at COIN / ACTIVE Summer School on Advanced Technologies for Knowledge Intensive Networked Organizations, Aachen 2010. Organized by COIN FP7 Integrated Project (http://www.coin-ip.eu/) and ACTIVE FP7 Integrated Project (http://www.active-project.eu), the summer school seeks to bring together students, scholars and researchers from industry in order to foster collaboration and interoperability through innovative software solutions and share the recent research developments from well-established researchers and educators. The main topics of the summer school are: Interoperability and collaboration models and solutions, Enterprise interoperability and collaboration services, Innovative knowledge and semantically powered technologies, Knowledge process and context modeling, Pro-active knowledge tools, Large scale analytics and reasoning tools, Business cases and real case studies. More about the event at http://coin-active-ss.ijs.si/

Subjects:: Management
Keywords:: Enterprise application integration (Computer systems) Internetworking (Telecommunication) Management information systems Information resources management
Resource Type:: Presentation

Presentation

Service Science Innovation Lab

This video was recorded at COIN / ACTIVE Summer School on Advanced Technologies for Knowledge Intensive Networked Organizations, Aachen 2010. Organized by COIN FP7 Integrated Project (http://www.coin-ip.eu/) and ACTIVE FP7 Integrated Project (http://www.active-project.eu), the summer school seeks to bring together students, scholars and researchers from industry in order to foster collaboration and interoperability through innovative software solutions and share the recent research developments from well-established researchers and educators. The main topics of the summer school are: Interoperability and collaboration models and solutions, Enterprise interoperability and collaboration services, Innovative knowledge and semantically powered technologies, Knowledge process and context modeling, Pro-active knowledge tools, Large scale analytics and reasoning tools, Business cases and real case studies. More about the event at http://coin-active-ss.ijs.si/

Subjects:: Management
Keywords:: Enterprise application integration (Computer systems) Internetworking (Telecommunication) Management information systems Information resources management
Resource Type:: Presentation

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